1.Incentive and constraint factors and optimization strategies for artificial intelligence application in pharmacy based on TAM-TOE-DOI integrated framework
Jian YANG ; Zhichu LI ; Weili ZHAO ; Xiaoyi YU ; Ming XU
China Pharmacy 2026;37(11):1478-1484
OBJECTIVE Identify the incentive and constraint factors of artificial intelligence (AI) application in the pharmaceutical field, and promote the application of AI in the field of pharmacy. METHODS Based on the technology acceptance model (TAM), technology-organization-environment (TOE) framework, and diffusion of innovation theory (DOI), a TAM-TOE-DOI integrated framework was constructed through a four-stage research process of “theoretical review → dimension mapping → mechanism integration → proposition development”. Combining the analytical pathways of the above three theories in AI application in pharmacy with the integration mechanisms and core propositions of the TAM-TOE-DOI, literature review and deductive reasoning were employed to systematically identify the incentive and constraint factors of AI application in pharmacy from three levels:micro (TAM), meso (TOE), and macro (DOI), and to propose optimization strategies. RESULTS & CONCLUSIONS At the micro level, the efficiency transformation and quality improvement brought by AI technology were the main incentive factors for perceived usefulness, while technological complexity and algorithmic opacity were the main constraint factors for perceived ease of use. At the meso level, the completeness of technological infrastructure, the strength of top management support and innovation climate, as well as external institutional pressure and competitive driving forces were the core incentive factors, whereas scarcity of organizational resources and talent shortage were the main constraint factors. At the macro level, relative advantage and observability were typical incentive factors, while technological complexity was a typical constraint factor. China’s health administration, medical insurance authorities, and other relevant departments should coordinate efforts at the macro, meso, and micro levels to advance AI application in pharmacy: optimizing human-computer interaction and implementing tiered training programs at the micro level; reinforcing organizational support systems and capacity building at the meso level; dismantling data barriers and building social trust at the macro level. Differentiated implementation pathways should be developed for medical institutions at different tiers.
2.Exploration and practice of multi-campus hospital-associated infection management from the perspective of symbiosis theory
Qun LU ; Tong TONG ; Xiaoyi LI ; Hong WANG ; Kaiwen NI
Chinese Journal of Nosocomiology 2025;35(12):1761-1764
In the multi-campus development and construction of public hospitals,hospital-associated infection man-agement has consistently faced escalating difficulties and challenges.Throughout the long-term exploration and practice,the Second Affiliated Hospital Zhejiang University School of Medicine has adhered to the principles of"integrated planning and deployment,homogeneous and homologous training,information and data sharing,and a focus on professional features".By continuously addressing emerging infection control risk points and weak points,overcoming barriers posed by dispersed human resources,and balancing homogeneity with individualization,the hospital has actively promoted integration and collaborative development across its campuses.This approach has significantly contributed to the sustained improvement of healthcare service capacity and quality across multiple campuses.From the novel perspective of symbiosis theory,this paper analyzes the symbiotic dilemmas in multi-campus hospital-associated infection management,summarizes practical experiences,and explores future direc-tions,aiming to provide references for other public hospitals in multi-campus hospital-associated infection manage-ment.
3.Optimization of techniques for foreign body removal in the oral and maxillofacial region based on anatomical sites and analy-sis of clinical experience
Xiaoru HOU ; Xiaotao XING ; Lifeng LI ; Jiangtao CUI ; Xiaoyi HU
STOMATOLOGY 2025;45(9):649-654
Objective To explore and summarize the locations,clinical manifestations,and treatment strategies of foreign bodies in the oral and maxillofacial region(FBOMR)among patients treated in our hospital,providing clinical insights and references for the pre-vention and management of FBOMR.Methods A retrospective analysis was conducted on the clinical data of 17 FBOMR patients hos-pitalized in our hospital from May 2022 to May 2024.The demographic information,etiology of injury,characteristics of foreign bodies,extraction methods,surgical duration,complications,and follow-up outcomes were analyzed.Differences in treatment strategies among patients with varying injury patterns were compared.Results The average age of the 17 FBOMR patients was(45.71±18.19)years old,with a male to female ratio of 1∶0.7.Etiological analysis revealed:iatrogenic causes(58.82%,10/17),occupational exposure(23.53%,4/17),and accidental injuries(17.65%,3/17).Secondary infections occurred in 64.71%(11/17)of cases during foreign body retention.All cases underwent successful surgical removal,with the following approaches:conventional surgery(64.71%,11/17),computer navigation-assisted surgery(29.41%,5/17),and endoscope-assisted surgery(5.88%,1/17).Compared to the conventional group,computer navigation-assisted surgery significantly reduced intraoperative trauma(P<0.05).Conclusion Retained FBOMR poses serious risks to patients'physical and mental health.Surgical intervention remains the gold standard for clinical manage-ment.Precise three-dimensional localization and minimally invasive techniques,such as computer-assisted navigation and endoscopy,are recommended to minimize tissue damage and improve outcomes.
4.Ancient data mining on drug characteristics of knee osteoarthritis
Zihan MENG ; Yueyue YU ; Xiaoyi SHI ; Xinyu MA ; Dingding WU ; Xu ZHANG ; Heyi LI ; Jingya WANG ; Liyuan ZHANG ; Heli ZHAO
China Modern Doctor 2025;63(12):1-4,48
Objective To analyze ancient prescriptions for knee osteoarthritis(KOA),and explore their application patterns,for providing clinical reference value.Methods Prescriptions were collected from ancient documents,and a database was created by using Excel 2016 for frequency analysis.Association rules and hidden structures were analyzed by using SPSS Modeler 18.0 and Lantern 5.0.Results A total of 373 prescriptions and 421 herbs were collected,with 3894 times of frequency of medication.Danggui was the most frequently used herb.Herbs primarily tonified deficiencies,relieved exterior symptoms,and expelled wind-dampness,with warm properties and pungent,sweet,or bitter tastes,mainly targeting the spleen and kidney meridians.Thirteen strong association rules were identified,including Chuanxiong+Niuxi-Danggui,and Bixie-Niuxi.Hidden structure analysis revealed 10 variables,leading to 4 clusters and 4 core prescriptions.Common syndromes included wind-damp,wind-cold-damp,wind-damp-heat,and qi-blood deficiency.Conclusion The treatment of KOA in ancient literature focuses on dispelling wind and removing dampness,taking into account both positive deficiency and evil excess,flexible use of tonifying spleen and kidney,clearing dampness-heat,tonifying Qi and blood and other drugs.
5.The prediction of MR angiography collateral circulation score on one-year outcome in acute vertebrobasilar artery occlusion patients
Shanshan HUANG ; Bofeng BAI ; Pan LIU ; Yongbin LI ; Xiaoyi DUAN
Journal of Practical Radiology 2025;41(4):554-559
Objective To investigate the relationship between pre-treatment collateral circulation and long-term clinical outcomes in patients with acute vertebrobasilar artery occlusion(VBAO)undergoing endovascular treatment(EVT).Methods A retrospective analysis was conducted on 129 VBAO patients who underwent EVT.Patients were categorized into short-term(90 d)and long-term(1 year)outcome groups based on follow-up duration.Clinical data were collected,and the posterior circulation collateral score(PC-CS)based on magnetic resonance angiography(MRA)was evaluated.Inter-rater reliability of the MRA PC-CS was evaluated using Cohen's Kappa coefficient.The predictive value of MRA PC-CS for outcomes was analyzed using receiver operating characteristic(ROC)curves.Multivariate logistic regression analysis was employed to identify independent predictors of long-term outcomes.Results A total of 109 patients were included in the long-term follow-up,with 78 survivors and 31 deaths.The MRA PC-CS demonstrated high diagnostic efficacy for predicting long-term outcomes,with an area under the curve(AUC)of 0.85[95%confidence interval(CI)0.78-0.92,P<0.000 1],with an optimal cutoff value of 5 points.Multivariate logistic regression analysis revealed that age[odds ratio(OR)1.07,95%CI 1.02-1.13,P=0.005],admission National Institutes of Health Stroke Scale(NIHSS)score(OR 1.08,95%CI 1.02-1.14,P=0.01),occipital lobe infarction(OR 3.96,95%CI 1.25-12.56,P=0.02),and MRA PC-CS≤5 points(OR 0.23,95%CI 0.06-0.84,P=0.03)were independent predictors of long-term outcomes.Conclusion The MRA PC-CS can independently predict adverse long-term functional outcomes in VBAO patients.
6.Moderating effect of interacting partner and personality traits on social interaction and emotional experience in the elderly
Xiaoli WANG ; Xiaoyi QIN ; Xiying LI
Chinese Mental Health Journal 2025;39(2):135-142
Objective:To investigate the relationship between social interaction and emotional experience in older adults,and the moderating effects of social interaction objects and personality traits on their relationship.M-ethod:Totally 208 elderly individuals were selected and assessed with a self-designed demographic information questionnaire and the NEO Personality Inventory(NEOPI).The Rochester Interaction Record(RIR)was used to record 14 days of social activity,and the Positive-Negative Affect Scale(PANAS)was used to evaluate emotions after each interaction.Using Mplus Multilevel Model(MLM)for model construction.Results:Through model con-struction,it was found that the interaction between openness and communication quality was statistically significant(β=0.45,P<0.05).When the dependent variable was positive emotion,the higher the openness of elderly people,the stronger the connection between communication quality and positive emotion.When interacting with non-family members,the interaction between openness and social quality was statistically significant(β=0.52,P<0.05).The higher the openness of older adults,the stronger the connection between social quality and positive emotions.Conclusion:It suggests that older adults with moderate or higher levels of openness have a stronger con-nection between social interaction quality and positive emotions when interacting with non-family members.That is,the higher the quality of interaction,the more positive emotions could be promoted,but negative emotions could not be reduced.
7.Exploration and practice of multi-campus hospital-associated infection management from the perspective of symbiosis theory
Qun LU ; Tong TONG ; Xiaoyi LI ; Hong WANG ; Kaiwen NI
Chinese Journal of Nosocomiology 2025;35(12):1761-1764
In the multi-campus development and construction of public hospitals,hospital-associated infection man-agement has consistently faced escalating difficulties and challenges.Throughout the long-term exploration and practice,the Second Affiliated Hospital Zhejiang University School of Medicine has adhered to the principles of"integrated planning and deployment,homogeneous and homologous training,information and data sharing,and a focus on professional features".By continuously addressing emerging infection control risk points and weak points,overcoming barriers posed by dispersed human resources,and balancing homogeneity with individualization,the hospital has actively promoted integration and collaborative development across its campuses.This approach has significantly contributed to the sustained improvement of healthcare service capacity and quality across multiple campuses.From the novel perspective of symbiosis theory,this paper analyzes the symbiotic dilemmas in multi-campus hospital-associated infection management,summarizes practical experiences,and explores future direc-tions,aiming to provide references for other public hospitals in multi-campus hospital-associated infection manage-ment.
8.Cultural brand construction of public hospitals under the leadership of Party building:a case study of the deaf assistance outpatient clinic at Shanghai east hospital
Yannan PENG ; Yijun SHEN ; Qingyang ZHAO ; Jiang LI ; Xiaoyi LI ; Qing CAI
Modern Hospital 2025;25(5):687-689,693
The new cultural construction of high-quality development of public hospitals proposes a patient-oriented ap-proach.People with disabilities,represented by the hearing-impaired community,faces many difficulties in the process of seeking medical care,and their needs have not been adequately addressed.This inadequacy adversely affects the development of harmoni-ous doctor-patient relationships and the patient medical experience.This study takes the deaf assistance outpatient clinic,first es-tablished by Shanghai East Hospital as an example to elaborate the practice of cultural brand construction under the leadership of Party building.Medical social workers,healthcare professionals,and volunteers work together to build a cultural brand through institutional guarantees,detailed care,and the establishment of a full process service system.This is expected to provide refer-ences for the construction of hospital cultural brands..
9.The prediction of MR angiography collateral circulation score on one-year outcome in acute vertebrobasilar artery occlusion patients
Shanshan HUANG ; Bofeng BAI ; Pan LIU ; Yongbin LI ; Xiaoyi DUAN
Journal of Practical Radiology 2025;41(4):554-559
Objective To investigate the relationship between pre-treatment collateral circulation and long-term clinical outcomes in patients with acute vertebrobasilar artery occlusion(VBAO)undergoing endovascular treatment(EVT).Methods A retrospective analysis was conducted on 129 VBAO patients who underwent EVT.Patients were categorized into short-term(90 d)and long-term(1 year)outcome groups based on follow-up duration.Clinical data were collected,and the posterior circulation collateral score(PC-CS)based on magnetic resonance angiography(MRA)was evaluated.Inter-rater reliability of the MRA PC-CS was evaluated using Cohen's Kappa coefficient.The predictive value of MRA PC-CS for outcomes was analyzed using receiver operating characteristic(ROC)curves.Multivariate logistic regression analysis was employed to identify independent predictors of long-term outcomes.Results A total of 109 patients were included in the long-term follow-up,with 78 survivors and 31 deaths.The MRA PC-CS demonstrated high diagnostic efficacy for predicting long-term outcomes,with an area under the curve(AUC)of 0.85[95%confidence interval(CI)0.78-0.92,P<0.000 1],with an optimal cutoff value of 5 points.Multivariate logistic regression analysis revealed that age[odds ratio(OR)1.07,95%CI 1.02-1.13,P=0.005],admission National Institutes of Health Stroke Scale(NIHSS)score(OR 1.08,95%CI 1.02-1.14,P=0.01),occipital lobe infarction(OR 3.96,95%CI 1.25-12.56,P=0.02),and MRA PC-CS≤5 points(OR 0.23,95%CI 0.06-0.84,P=0.03)were independent predictors of long-term outcomes.Conclusion The MRA PC-CS can independently predict adverse long-term functional outcomes in VBAO patients.
10.Cultural brand construction of public hospitals under the leadership of Party building:a case study of the deaf assistance outpatient clinic at Shanghai east hospital
Yannan PENG ; Yijun SHEN ; Qingyang ZHAO ; Jiang LI ; Xiaoyi LI ; Qing CAI
Modern Hospital 2025;25(5):687-689,693
The new cultural construction of high-quality development of public hospitals proposes a patient-oriented ap-proach.People with disabilities,represented by the hearing-impaired community,faces many difficulties in the process of seeking medical care,and their needs have not been adequately addressed.This inadequacy adversely affects the development of harmoni-ous doctor-patient relationships and the patient medical experience.This study takes the deaf assistance outpatient clinic,first es-tablished by Shanghai East Hospital as an example to elaborate the practice of cultural brand construction under the leadership of Party building.Medical social workers,healthcare professionals,and volunteers work together to build a cultural brand through institutional guarantees,detailed care,and the establishment of a full process service system.This is expected to provide refer-ences for the construction of hospital cultural brands..

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